Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 23086 |
| Missing cells | 8422 |
| Missing cells (%) | 1.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 9.4 MiB |
| Average record size in memory | 426.8 B |
Variable types
| Categorical | 7 |
|---|---|
| DateTime | 3 |
| Numeric | 8 |
| Text | 2 |
Tipo de registro del contacto has constant value "" | Constant |
RFM Segmento Actual has constant value "" | Constant |
Donante Activo has constant value "" | Constant |
Cantidad Cuotas Pagadas Global is highly overall correlated with Edad_donacion | High correlation |
Edad_donacion is highly overall correlated with Cantidad Cuotas Pagadas Global | High correlation |
Otra Clasificación RFM Actual is highly imbalanced (63.2%) | Imbalance |
Género has 400 (1.7%) missing values | Missing |
Estado Civil has 2428 (10.5%) missing values | Missing |
Ocupación has 4672 (20.2%) missing values | Missing |
Monto Actual is highly skewed (γ1 = 58.93183823) | Skewed |
Cantidad de Hijos has 7285 (31.6%) zeros | Zeros |
Lapsed Probability has 20060 (86.9%) zeros | Zeros |
Cantidad Cuotas No Pagadas Global has 9269 (40.1%) zeros | Zeros |
Edad_donacion has 939 (4.1%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-04 23:35:57.507086 |
|---|---|
| Analysis finished | 2023-09-04 23:36:02.797843 |
| Duration | 5.29 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Tipo de registro del contacto
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 203.1 KiB |
| Donante |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 161602 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Donante |
|---|---|
| 2nd row | Donante |
| 3rd row | Donante |
| 4th row | Donante |
| 5th row | Donante |
Common Values
| Value | Count | Frequency (%) |
| Donante | 23086 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| donante | 23086 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 46172 | |
| D | 23086 | |
| o | 23086 | |
| a | 23086 | |
| t | 23086 | |
| e | 23086 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 138516 | |
| Uppercase Letter | 23086 | 14.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 46172 | |
| o | 23086 | |
| a | 23086 | |
| t | 23086 | |
| e | 23086 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 23086 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 161602 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 46172 | |
| D | 23086 | |
| o | 23086 | |
| a | 23086 | |
| t | 23086 | |
| e | 23086 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 161602 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 46172 | |
| D | 23086 | |
| o | 23086 | |
| a | 23086 | |
| t | 23086 | |
| e | 23086 |
| Distinct | 11782 |
|---|---|
| Distinct (%) | 51.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 360.7 KiB |
| Minimum | 1932-10-11 00:00:00 |
|---|---|
| Maximum | 2004-12-21 00:00:00 |
| Distinct | 365 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 360.7 KiB |
| Minimum | 2023-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-31 00:00:00 |
Edad
Real number (ℝ)
| Distinct | 73 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.314216 |
| Minimum | 18 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.7 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 34 |
| median | 40 |
| Q3 | 48 |
| 95-th percentile | 67 |
| Maximum | 90 |
| Range | 72 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 11.981736 |
|---|---|
| Coefficient of variation (CV) | 0.283161 |
| Kurtosis | 1.1502825 |
| Mean | 42.314216 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 1.0093693 |
| Sum | 976866 |
| Variance | 143.562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 42 | 1041 | 4.5% |
| 41 | 988 | 4.3% |
| 40 | 951 | 4.1% |
| 37 | 949 | 4.1% |
| 39 | 944 | 4.1% |
| 38 | 930 | 4.0% |
| 43 | 928 | 4.0% |
| 36 | 885 | 3.8% |
| 34 | 839 | 3.6% |
| 33 | 838 | 3.6% |
| Other values (63) | 13793 |
| Value | Count | Frequency (%) |
| 18 | 45 | 0.2% |
| 19 | 72 | 0.3% |
| 20 | 35 | 0.2% |
| 21 | 47 | 0.2% |
| 22 | 69 | 0.3% |
| 23 | 117 | 0.5% |
| 24 | 228 | |
| 25 | 209 | |
| 26 | 256 | |
| 27 | 402 |
| Value | Count | Frequency (%) |
| 90 | 5 | < 0.1% |
| 89 | 7 | < 0.1% |
| 88 | 9 | < 0.1% |
| 87 | 16 | |
| 86 | 9 | < 0.1% |
| 85 | 32 | |
| 84 | 27 | |
| 83 | 23 | |
| 82 | 31 | |
| 81 | 33 |
| Distinct | 2803 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 360.7 KiB |
| Minimum | 2004-04-22 00:00:00 |
|---|---|
| Maximum | 2023-03-02 00:00:00 |
Monto Actual
Real number (ℝ)
SKEWED 
| Distinct | 91 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36711.199 |
| Minimum | 1667 |
|---|---|
| Maximum | 4500000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.7 KiB |
Quantile statistics
| Minimum | 1667 |
|---|---|
| 5-th percentile | 20000 |
| Q1 | 30000 |
| median | 30000 |
| Q3 | 50000 |
| 95-th percentile | 60000 |
| Maximum | 4500000 |
| Range | 4498333 |
| Interquartile range (IQR) | 20000 |
Descriptive statistics
| Standard deviation | 42788.34 |
|---|---|
| Coefficient of variation (CV) | 1.1655392 |
| Kurtosis | 5420.091 |
| Mean | 36711.199 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 58.931838 |
| Sum | 8.4751474 × 108 |
| Variance | 1.8308421 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30000 | 9414 | |
| 50000 | 5327 | |
| 20000 | 4061 | |
| 25000 | 856 | 3.7% |
| 40000 | 760 | 3.3% |
| 35000 | 642 | 2.8% |
| 60000 | 527 | 2.3% |
| 15000 | 286 | 1.2% |
| 100000 | 282 | 1.2% |
| 10000 | 238 | 1.0% |
| Other values (81) | 693 | 3.0% |
| Value | Count | Frequency (%) |
| 1667 | 1 | < 0.1% |
| 2000 | 1 | < 0.1% |
| 4000 | 1 | < 0.1% |
| 5000 | 8 | < 0.1% |
| 6667 | 4 | < 0.1% |
| 7000 | 1 | < 0.1% |
| 7500 | 2 | < 0.1% |
| 8333 | 2 | < 0.1% |
| 8334 | 1 | < 0.1% |
| 10000 | 238 |
| Value | Count | Frequency (%) |
| 4500000 | 1 | < 0.1% |
| 1650000 | 1 | < 0.1% |
| 1500000 | 2 | < 0.1% |
| 1300000 | 1 | < 0.1% |
| 1200000 | 1 | < 0.1% |
| 1000000 | 2 | < 0.1% |
| 650000 | 1 | < 0.1% |
| 520000 | 1 | < 0.1% |
| 500000 | 4 | |
| 400000 | 5 |
Género
Categorical
MISSING 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 400 |
| Missing (%) | 1.7% |
| Memory size | 203.2 KiB |
| Femenino | |
|---|---|
| Masculino | |
| Otro | 7 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.3316583 |
| Min length | 4 |
Characters and Unicode
| Total characters | 189012 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Masculino |
|---|---|
| 2nd row | Femenino |
| 3rd row | Masculino |
| 4th row | Femenino |
| 5th row | Femenino |
Common Values
| Value | Count | Frequency (%) |
| Femenino | 15127 | |
| Masculino | 7552 | |
| Otro | 7 | < 0.1% |
| (Missing) | 400 | 1.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| femenino | 15127 | |
| masculino | 7552 | |
| otro | 7 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 37806 | |
| e | 30254 | |
| o | 22686 | |
| i | 22679 | |
| F | 15127 | |
| m | 15127 | |
| M | 7552 | 4.0% |
| a | 7552 | 4.0% |
| s | 7552 | 4.0% |
| c | 7552 | 4.0% |
| Other values (5) | 15125 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 166326 | |
| Uppercase Letter | 22686 | 12.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 37806 | |
| e | 30254 | |
| o | 22686 | |
| i | 22679 | |
| m | 15127 | |
| a | 7552 | 4.5% |
| s | 7552 | 4.5% |
| c | 7552 | 4.5% |
| u | 7552 | 4.5% |
| l | 7552 | 4.5% |
| Other values (2) | 14 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 15127 | |
| M | 7552 | |
| O | 7 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 189012 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 37806 | |
| e | 30254 | |
| o | 22686 | |
| i | 22679 | |
| F | 15127 | |
| m | 15127 | |
| M | 7552 | 4.0% |
| a | 7552 | 4.0% |
| s | 7552 | 4.0% |
| c | 7552 | 4.0% |
| Other values (5) | 15125 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 189012 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 37806 | |
| e | 30254 | |
| o | 22686 | |
| i | 22679 | |
| F | 15127 | |
| m | 15127 | |
| M | 7552 | 4.0% |
| a | 7552 | 4.0% |
| s | 7552 | 4.0% |
| c | 7552 | 4.0% |
| Other values (5) | 15125 |
Estado Civil
Categorical
MISSING 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2428 |
| Missing (%) | 10.5% |
| Memory size | 203.6 KiB |
| Casado | |
|---|---|
| Soltero | |
| Concubinato | |
| Divorciado | 459 |
| Separado | 440 |
| Other values (2) | 255 |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 7.2567044 |
| Min length | 5 |
Characters and Unicode
| Total characters | 149909 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Casado |
|---|---|
| 2nd row | Casado |
| 3rd row | Casado |
| 4th row | Soltero |
| 5th row | Casado |
Common Values
| Value | Count | Frequency (%) |
| Casado | 9550 | |
| Soltero | 6572 | |
| Concubinato | 3382 | 14.6% |
| Divorciado | 459 | 2.0% |
| Separado | 440 | 1.9% |
| Viudo | 252 | 1.1% |
| UNION LIBRE | 3 | < 0.1% |
| (Missing) | 2428 | 10.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| casado | 9550 | |
| soltero | 6572 | |
| concubinato | 3382 | 16.4% |
| divorciado | 459 | 2.2% |
| separado | 440 | 2.1% |
| viudo | 252 | 1.2% |
| union | 3 | < 0.1% |
| libre | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 31068 | |
| a | 23821 | |
| C | 12932 | |
| d | 10701 | 7.1% |
| t | 9954 | 6.6% |
| s | 9550 | 6.4% |
| r | 7471 | 5.0% |
| S | 7012 | 4.7% |
| e | 7012 | 4.7% |
| n | 6764 | 4.5% |
| Other values (18) | 23624 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 129221 | |
| Uppercase Letter | 20685 | 13.8% |
| Space Separator | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 31068 | |
| a | 23821 | |
| d | 10701 | 8.3% |
| t | 9954 | 7.7% |
| s | 9550 | 7.4% |
| r | 7471 | 5.8% |
| e | 7012 | 5.4% |
| n | 6764 | 5.2% |
| l | 6572 | 5.1% |
| i | 4552 | 3.5% |
| Other values (5) | 11756 | 9.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 12932 | |
| S | 7012 | |
| D | 459 | 2.2% |
| V | 252 | 1.2% |
| N | 6 | < 0.1% |
| I | 6 | < 0.1% |
| U | 3 | < 0.1% |
| O | 3 | < 0.1% |
| L | 3 | < 0.1% |
| B | 3 | < 0.1% |
| Other values (2) | 6 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 149906 | |
| Common | 3 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 31068 | |
| a | 23821 | |
| C | 12932 | |
| d | 10701 | 7.1% |
| t | 9954 | 6.6% |
| s | 9550 | 6.4% |
| r | 7471 | 5.0% |
| S | 7012 | 4.7% |
| e | 7012 | 4.7% |
| n | 6764 | 4.5% |
| Other values (17) | 23621 |
Common
| Value | Count | Frequency (%) |
| 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 149909 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 31068 | |
| a | 23821 | |
| C | 12932 | |
| d | 10701 | 7.1% |
| t | 9954 | 6.6% |
| s | 9550 | 6.4% |
| r | 7471 | 5.0% |
| S | 7012 | 4.7% |
| e | 7012 | 4.7% |
| n | 6764 | 4.5% |
| Other values (18) | 23624 |
Cantidad de Hijos
Real number (ℝ)
ZEROS 
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1460625 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 7285 |
| Zeros (%) | 31.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0341259 |
|---|---|
| Coefficient of variation (CV) | 0.90232937 |
| Kurtosis | 1.370252 |
| Mean | 1.1460625 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.87600025 |
| Sum | 26458 |
| Variance | 1.0694164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 7798 | |
| 0 | 7285 | |
| 2 | 6039 | |
| 3 | 1472 | 6.4% |
| 4 | 343 | 1.5% |
| 5 | 117 | 0.5% |
| 6 | 22 | 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 7285 | |
| 1 | 7798 | |
| 2 | 6039 | |
| 3 | 1472 | 6.4% |
| 4 | 343 | 1.5% |
| 5 | 117 | 0.5% |
| 6 | 22 | 0.1% |
| 7 | 6 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 7 | 6 | < 0.1% |
| 6 | 22 | 0.1% |
| 5 | 117 | 0.5% |
| 4 | 343 | 1.5% |
| 3 | 1472 | 6.4% |
| 2 | 6039 | |
| 1 | 7798 |
Tiene hijos
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 203.1 KiB |
| Si | |
|---|---|
| No |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 46172 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No |
|---|---|
| 2nd row | Si |
| 3rd row | Si |
| 4th row | No |
| 5th row | Si |
Common Values
| Value | Count | Frequency (%) |
| Si | 15801 | |
| No | 7285 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| si | 15801 | |
| no | 7285 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 15801 | |
| i | 15801 | |
| N | 7285 | |
| o | 7285 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 23086 | |
| Lowercase Letter | 23086 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 15801 | |
| N | 7285 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 15801 | |
| o | 7285 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46172 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 15801 | |
| i | 15801 | |
| N | 7285 | |
| o | 7285 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 46172 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 15801 | |
| i | 15801 | |
| N | 7285 | |
| o | 7285 |
Ocupación
Text
MISSING 
| Distinct | 145 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 4672 |
| Missing (%) | 20.2% |
| Memory size | 1.6 MiB |
Length
| Max length | 50 |
|---|---|
| Median length | 39 |
| Mean length | 10.30113 |
| Min length | 4 |
Characters and Unicode
| Total characters | 189685 |
|---|---|
| Distinct characters | 72 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 27 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Politico |
|---|---|
| 2nd row | Jubilado |
| 3rd row | Ingeniero |
| 4th row | Empleado |
| 5th row | Abogado |
| Value | Count | Frequency (%) |
| empleado | 2980 | 13.6% |
| ingeniero | 2882 | 13.1% |
| administrador | 1484 | 6.8% |
| profesor | 958 | 4.4% |
| abogado | 938 | 4.3% |
| de | 900 | 4.1% |
| contador | 801 | 3.6% |
| otra | 740 | 3.4% |
| trabajador | 675 | 3.1% |
| independiente | 675 | 3.1% |
| Other values (164) | 8919 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 21003 | 11.1% |
| e | 18425 | 9.7% |
| a | 16310 | 8.6% |
| r | 15251 | 8.0% |
| i | 14363 | 7.6% |
| n | 13563 | 7.2% |
| d | 13363 | 7.0% |
| t | 8180 | 4.3% |
| s | 7485 | 3.9% |
| m | 6840 | 3.6% |
| Other values (62) | 54902 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 163625 | |
| Uppercase Letter | 21935 | 11.6% |
| Space Separator | 3538 | 1.9% |
| Other Punctuation | 542 | 0.3% |
| Control | 43 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 21003 | |
| e | 18425 | |
| a | 16310 | |
| r | 15251 | |
| i | 14363 | |
| n | 13563 | |
| d | 13363 | |
| t | 8180 | 5.0% |
| s | 7485 | 4.6% |
| m | 6840 | 4.2% |
| Other values (21) | 28842 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 4236 | |
| A | 4119 | |
| I | 3769 | |
| C | 2320 | |
| P | 2117 | |
| O | 1069 | 4.9% |
| T | 1048 | 4.8% |
| M | 1014 | 4.6% |
| S | 507 | 2.3% |
| D | 460 | 2.1% |
| Other values (19) | 1276 | 5.8% |
Control
| Value | Count | Frequency (%) |
| | 28 | |
| | 9 | 20.9% |
| | 3 | 7.0% |
| | 1 | 2.3% |
| | 1 | 2.3% |
| | 1 | 2.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 519 | |
| , | 16 | 3.0% |
| ? | 7 | 1.3% |
Space Separator
| Value | Count | Frequency (%) |
| 3538 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 185560 | |
| Common | 4125 | 2.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 21003 | |
| e | 18425 | 9.9% |
| a | 16310 | 8.8% |
| r | 15251 | 8.2% |
| i | 14363 | 7.7% |
| n | 13563 | 7.3% |
| d | 13363 | 7.2% |
| t | 8180 | 4.4% |
| s | 7485 | 4.0% |
| m | 6840 | 3.7% |
| Other values (50) | 50777 |
Common
| Value | Count | Frequency (%) |
| 3538 | ||
| / | 519 | 12.6% |
| | 28 | 0.7% |
| , | 16 | 0.4% |
| | 9 | 0.2% |
| ? | 7 | 0.2% |
| | 3 | 0.1% |
| | 1 | < 0.1% |
| | 1 | < 0.1% |
| ( | 1 | < 0.1% |
| Other values (2) | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 187231 | |
| None | 2454 | 1.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 21003 | |
| e | 18425 | 9.8% |
| a | 16310 | 8.7% |
| r | 15251 | 8.1% |
| i | 14363 | 7.7% |
| n | 13563 | 7.2% |
| d | 13363 | 7.1% |
| t | 8180 | 4.4% |
| s | 7485 | 4.0% |
| m | 6840 | 3.7% |
| Other values (41) | 52448 |
None
| Value | Count | Frequency (%) |
| ó | 1190 | |
| é | 624 | |
| ñ | 333 | 13.6% |
| í | 127 | 5.2% |
| á | 46 | 1.9% |
| ú | 34 | 1.4% |
| Ó | 32 | 1.3% |
| | 28 | 1.1% |
| Ñ | 12 | 0.5% |
| | 9 | 0.4% |
| Other values (11) | 19 | 0.8% |
Churn Probability
Real number (ℝ)
| Distinct | 591 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 187 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.36452006 |
| Minimum | 0.0101 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.7 KiB |
Quantile statistics
| Minimum | 0.0101 |
|---|---|
| 5-th percentile | 0.0117 |
| Q1 | 0.0334 |
| median | 0.34 |
| Q3 | 0.57 |
| 95-th percentile | 0.9 |
| Maximum | 1 |
| Range | 0.9899 |
| Interquartile range (IQR) | 0.5366 |
Descriptive statistics
| Standard deviation | 0.28958267 |
|---|---|
| Coefficient of variation (CV) | 0.79442177 |
| Kurtosis | -0.84563526 |
| Mean | 0.36452006 |
| Median Absolute Deviation (MAD) | 0.2732 |
| Skewness | 0.43727731 |
| Sum | 8347.1448 |
| Variance | 0.083858122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.33 | 518 | 2.2% |
| 0.32 | 513 | 2.2% |
| 0.34 | 511 | 2.2% |
| 0.36 | 494 | 2.1% |
| 0.37 | 488 | 2.1% |
| 0.35 | 485 | 2.1% |
| 0.31 | 476 | 2.1% |
| 0.3 | 457 | 2.0% |
| 0.38 | 415 | 1.8% |
| 0.29 | 392 | 1.7% |
| Other values (581) | 18150 |
| Value | Count | Frequency (%) |
| 0.0101 | 78 | |
| 0.0102 | 81 | |
| 0.0103 | 88 | |
| 0.0104 | 91 | |
| 0.0105 | 72 | |
| 0.0106 | 69 | |
| 0.0107 | 72 | |
| 0.0108 | 56 | |
| 0.0109 | 56 | |
| 0.011 | 61 |
| Value | Count | Frequency (%) |
| 1 | 79 | |
| 0.99 | 87 | |
| 0.98 | 101 | |
| 0.97 | 108 | |
| 0.96 | 102 | |
| 0.95 | 106 | |
| 0.94 | 109 | |
| 0.93 | 116 | |
| 0.92 | 107 | |
| 0.91 | 124 |
Lapsed Probability
Real number (ℝ)
ZEROS 
| Distinct | 2126 |
|---|---|
| Distinct (%) | 9.3% |
| Missing | 187 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.063310699 |
| Minimum | 0 |
|---|---|
| Maximum | 0.8815 |
| Zeros | 20060 |
| Zeros (%) | 86.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.55651 |
| Maximum | 0.8815 |
| Range | 0.8815 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.17448728 |
|---|---|
| Coefficient of variation (CV) | 2.7560473 |
| Kurtosis | 5.0765881 |
| Mean | 0.063310699 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.5684029 |
| Sum | 1449.7517 |
| Variance | 0.03044581 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20060 | |
| 0.5715 | 6 | < 0.1% |
| 0.5402 | 6 | < 0.1% |
| 0.5973 | 5 | < 0.1% |
| 0.5987 | 5 | < 0.1% |
| 0.5824 | 5 | < 0.1% |
| 0.5015 | 4 | < 0.1% |
| 0.6087 | 4 | < 0.1% |
| 0.558 | 4 | < 0.1% |
| 0.5717 | 4 | < 0.1% |
| Other values (2116) | 2796 | 12.1% |
| (Missing) | 187 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 20060 | |
| 0.089 | 1 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.0907 | 1 | < 0.1% |
| 0.0919 | 1 | < 0.1% |
| 0.0993 | 1 | < 0.1% |
| 0.1039 | 1 | < 0.1% |
| 0.1057 | 1 | < 0.1% |
| 0.1122 | 1 | < 0.1% |
| 0.1192 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.8815 | 1 | |
| 0.8793 | 1 | |
| 0.8762 | 1 | |
| 0.8691 | 1 | |
| 0.8685 | 1 | |
| 0.8661 | 1 | |
| 0.8651 | 1 | |
| 0.8616 | 1 | |
| 0.8591 | 1 | |
| 0.8561 | 1 |
RFM Segmento Actual
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 213 |
| Missing (%) | 0.9% |
| Memory size | 2.8 MiB |
| Otra Clasificación |
|---|
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 18 |
| Min length | 18 |
Characters and Unicode
| Total characters | 411714 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Otra Clasificación |
|---|---|
| 2nd row | Otra Clasificación |
| 3rd row | Otra Clasificación |
| 4th row | Otra Clasificación |
| 5th row | Otra Clasificación |
Common Values
| Value | Count | Frequency (%) |
| Otra Clasificación | 22873 | |
| (Missing) | 213 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| otra | 22873 | |
| clasificación | 22873 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 68619 | |
| i | 68619 | |
| c | 45746 | |
| O | 22873 | 5.6% |
| t | 22873 | 5.6% |
| r | 22873 | 5.6% |
| 22873 | 5.6% | |
| C | 22873 | 5.6% |
| l | 22873 | 5.6% |
| s | 22873 | 5.6% |
| Other values (3) | 68619 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 343095 | |
| Uppercase Letter | 45746 | 11.1% |
| Space Separator | 22873 | 5.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 68619 | |
| i | 68619 | |
| c | 45746 | |
| t | 22873 | 6.7% |
| r | 22873 | 6.7% |
| l | 22873 | 6.7% |
| s | 22873 | 6.7% |
| f | 22873 | 6.7% |
| ó | 22873 | 6.7% |
| n | 22873 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 22873 | |
| C | 22873 |
Space Separator
| Value | Count | Frequency (%) |
| 22873 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 388841 | |
| Common | 22873 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 68619 | |
| i | 68619 | |
| c | 45746 | |
| O | 22873 | 5.9% |
| t | 22873 | 5.9% |
| r | 22873 | 5.9% |
| C | 22873 | 5.9% |
| l | 22873 | 5.9% |
| s | 22873 | 5.9% |
| f | 22873 | 5.9% |
| Other values (2) | 45746 |
Common
| Value | Count | Frequency (%) |
| 22873 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 388841 | |
| None | 22873 | 5.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 68619 | |
| i | 68619 | |
| c | 45746 | |
| O | 22873 | 5.9% |
| t | 22873 | 5.9% |
| r | 22873 | 5.9% |
| 22873 | 5.9% | |
| C | 22873 | 5.9% |
| l | 22873 | 5.9% |
| s | 22873 | 5.9% |
| Other values (2) | 45746 |
None
| Value | Count | Frequency (%) |
| ó | 22873 |
Otra Clasificación RFM Actual
Categorical
IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 213 |
| Missing (%) | 0.9% |
| Memory size | 1.6 MiB |
| Constantes | |
|---|---|
| Ideales | |
| Distantes | 627 |
| Extraviados | 90 |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 9.6225244 |
| Min length | 7 |
Characters and Unicode
| Total characters | 220096 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Constantes |
|---|---|
| 2nd row | Constantes |
| 3rd row | Constantes |
| 4th row | Constantes |
| 5th row | Constantes |
Common Values
| Value | Count | Frequency (%) |
| Constantes | 19457 | |
| Ideales | 2699 | 11.7% |
| Distantes | 627 | 2.7% |
| Extraviados | 90 | 0.4% |
| (Missing) | 213 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| constantes | 19457 | |
| ideales | 2699 | 11.8% |
| distantes | 627 | 2.7% |
| extraviados | 90 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 42957 | |
| t | 40258 | |
| n | 39541 | |
| e | 25482 | |
| a | 22963 | |
| o | 19547 | |
| C | 19457 | |
| d | 2789 | 1.3% |
| I | 2699 | 1.2% |
| l | 2699 | 1.2% |
| Other values (6) | 1704 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 197223 | |
| Uppercase Letter | 22873 | 10.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 42957 | |
| t | 40258 | |
| n | 39541 | |
| e | 25482 | |
| a | 22963 | |
| o | 19547 | |
| d | 2789 | 1.4% |
| l | 2699 | 1.4% |
| i | 717 | 0.4% |
| x | 90 | < 0.1% |
| Other values (2) | 180 | 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 19457 | |
| I | 2699 | 11.8% |
| D | 627 | 2.7% |
| E | 90 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 220096 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 42957 | |
| t | 40258 | |
| n | 39541 | |
| e | 25482 | |
| a | 22963 | |
| o | 19547 | |
| C | 19457 | |
| d | 2789 | 1.3% |
| I | 2699 | 1.2% |
| l | 2699 | 1.2% |
| Other values (6) | 1704 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 220096 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 42957 | |
| t | 40258 | |
| n | 39541 | |
| e | 25482 | |
| a | 22963 | |
| o | 19547 | |
| C | 19457 | |
| d | 2789 | 1.3% |
| I | 2699 | 1.2% |
| l | 2699 | 1.2% |
| Other values (6) | 1704 | 0.8% |
Cantidad Cuotas Pagadas Global
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 260 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.979338 |
| Minimum | 0 |
|---|---|
| Maximum | 358 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 13 |
| median | 29 |
| Q3 | 67 |
| 95-th percentile | 121 |
| Maximum | 358 |
| Range | 358 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 43.19535 |
|---|---|
| Coefficient of variation (CV) | 0.96033762 |
| Kurtosis | 4.8282524 |
| Mean | 44.979338 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.9005648 |
| Sum | 1038393 |
| Variance | 1865.8383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 628 | 2.7% |
| 9 | 626 | 2.7% |
| 12 | 610 | 2.6% |
| 10 | 588 | 2.5% |
| 8 | 585 | 2.5% |
| 11 | 563 | 2.4% |
| 14 | 526 | 2.3% |
| 13 | 509 | 2.2% |
| 7 | 504 | 2.2% |
| 15 | 499 | 2.2% |
| Other values (250) | 17448 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 146 | 0.6% |
| 2 | 175 | 0.8% |
| 3 | 242 | 1.0% |
| 4 | 291 | |
| 5 | 479 | |
| 6 | 628 | |
| 7 | 504 | |
| 8 | 585 | |
| 9 | 626 |
| Value | Count | Frequency (%) |
| 358 | 1 | |
| 340 | 1 | |
| 336 | 1 | |
| 320 | 1 | |
| 318 | 1 | |
| 317 | 1 | |
| 316 | 2 | |
| 312 | 2 | |
| 310 | 1 | |
| 308 | 2 |
Cantidad Cuotas No Pagadas Global
Real number (ℝ)
ZEROS 
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4666898 |
| Minimum | 0 |
|---|---|
| Maximum | 118 |
| Zeros | 9269 |
| Zeros (%) | 40.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 360.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 8 |
| 95-th percentile | 30 |
| Maximum | 118 |
| Range | 118 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 11.326489 |
|---|---|
| Coefficient of variation (CV) | 1.7515127 |
| Kurtosis | 11.845602 |
| Mean | 6.4666898 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 3.012671 |
| Sum | 149290 |
| Variance | 128.28936 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 9269 | |
| 1 | 2257 | 9.8% |
| 2 | 1337 | 5.8% |
| 4 | 1184 | 5.1% |
| 3 | 1102 | 4.8% |
| 5 | 856 | 3.7% |
| 6 | 652 | 2.8% |
| 8 | 490 | 2.1% |
| 7 | 486 | 2.1% |
| 12 | 404 | 1.7% |
| Other values (89) | 5049 |
| Value | Count | Frequency (%) |
| 0 | 9269 | |
| 1 | 2257 | 9.8% |
| 2 | 1337 | 5.8% |
| 3 | 1102 | 4.8% |
| 4 | 1184 | 5.1% |
| 5 | 856 | 3.7% |
| 6 | 652 | 2.8% |
| 7 | 486 | 2.1% |
| 8 | 490 | 2.1% |
| 9 | 390 | 1.7% |
| Value | Count | Frequency (%) |
| 118 | 1 | |
| 114 | 1 | |
| 107 | 1 | |
| 105 | 1 | |
| 101 | 1 | |
| 100 | 1 | |
| 99 | 1 | |
| 96 | 1 | |
| 95 | 1 | |
| 94 | 1 |
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 122 |
| Missing (%) | 0.5% |
| Memory size | 1.8 MiB |
Length
| Max length | 46 |
|---|---|
| Median length | 44 |
| Mean length | 15.218603 |
| Min length | 6 |
Characters and Unicode
| Total characters | 349480 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 26 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | COF2FR.F. 2021 |
|---|---|
| 2nd row | COWCB R.F.2022 |
| 3rd row | SPIF F2F 2016 |
| 4th row | COF2FR.F.2022 |
| 5th row | COWCB R.F.2022 |
| Value | Count | Frequency (%) |
| f2f | 7917 | 14.0% |
| cof2fr.f.2022 | 3926 | 6.9% |
| cowcb | 3817 | 6.8% |
| spif | 2864 | 5.1% |
| 2019 | 2751 | 4.9% |
| 2018 | 2588 | 4.6% |
| para | 2486 | 4.4% |
| 2021 | 2451 | 4.3% |
| cof2fr.f | 2430 | 4.3% |
| r.f.2022 | 2070 | 3.7% |
| Other values (120) | 23217 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 55644 | |
| F | 46127 | |
| 33762 | 9.7% | |
| 0 | 23436 | 6.7% |
| . | 22692 | 6.5% |
| R | 19166 | 5.5% |
| C | 18528 | 5.3% |
| I | 15602 | 4.5% |
| O | 14362 | 4.1% |
| 1 | 13748 | 3.9% |
| Other values (56) | 86413 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 174100 | |
| Decimal Number | 105177 | |
| Space Separator | 33762 | 9.7% |
| Other Punctuation | 23174 | 6.6% |
| Lowercase Letter | 9838 | 2.8% |
| Dash Punctuation | 2346 | 0.7% |
| Connector Punctuation | 519 | 0.1% |
| Close Punctuation | 282 | 0.1% |
| Open Punctuation | 282 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1999 | |
| s | 1075 | |
| e | 1075 | |
| a | 757 | 7.7% |
| d | 637 | 6.5% |
| c | 615 | 6.3% |
| b | 587 | 6.0% |
| u | 482 | 4.9% |
| k | 382 | 3.9% |
| i | 369 | 3.8% |
| Other values (15) | 1860 |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 46127 | |
| R | 19166 | |
| C | 18528 | |
| I | 15602 | 9.0% |
| O | 14362 | 8.2% |
| S | 8842 | 5.1% |
| A | 8200 | 4.7% |
| P | 6766 | 3.9% |
| E | 5987 | 3.4% |
| B | 5145 | 3.0% |
| Other values (14) | 25375 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 55644 | |
| 0 | 23436 | |
| 1 | 13748 | 13.1% |
| 9 | 2759 | 2.6% |
| 8 | 2588 | 2.5% |
| 6 | 1975 | 1.9% |
| 3 | 1672 | 1.6% |
| 7 | 1333 | 1.3% |
| 4 | 1133 | 1.1% |
| 5 | 889 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 22692 | |
| # | 482 | 2.1% |
Space Separator
| Value | Count | Frequency (%) |
| 33762 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2346 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 519 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 282 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 282 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 183938 | |
| Common | 165542 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| F | 46127 | |
| R | 19166 | |
| C | 18528 | |
| I | 15602 | 8.5% |
| O | 14362 | 7.8% |
| S | 8842 | 4.8% |
| A | 8200 | 4.5% |
| P | 6766 | 3.7% |
| E | 5987 | 3.3% |
| B | 5145 | 2.8% |
| Other values (39) | 35213 |
Common
| Value | Count | Frequency (%) |
| 2 | 55644 | |
| 33762 | ||
| 0 | 23436 | |
| . | 22692 | |
| 1 | 13748 | 8.3% |
| 9 | 2759 | 1.7% |
| 8 | 2588 | 1.6% |
| - | 2346 | 1.4% |
| 6 | 1975 | 1.2% |
| 3 | 1672 | 1.0% |
| Other values (7) | 4920 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 348368 | |
| None | 1112 | 0.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 55644 | |
| F | 46127 | |
| 33762 | 9.7% | |
| 0 | 23436 | 6.7% |
| . | 22692 | 6.5% |
| R | 19166 | 5.5% |
| C | 18528 | 5.3% |
| I | 15602 | 4.5% |
| O | 14362 | 4.1% |
| 1 | 13748 | 3.9% |
| Other values (53) | 85301 |
None
| Value | Count | Frequency (%) |
| Ó | 1052 | |
| ó | 59 | 5.3% |
| á | 1 | 0.1% |
Donante Activo
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 23086 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 23086 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 23086 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 23086 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 23086 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 23086 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 23086 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 23086 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 23086 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 23086 |
Edad_donacion
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1894222 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 939 |
| Zeros (%) | 4.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 270.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 13 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4878213 |
|---|---|
| Coefficient of variation (CV) | 0.8325304 |
| Kurtosis | 0.54564948 |
| Mean | 4.1894222 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.0381354 |
| Sum | 96717 |
| Variance | 12.164897 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 5909 | |
| 2 | 3895 | |
| 4 | 2178 | 9.4% |
| 7 | 1918 | 8.3% |
| 8 | 1734 | 7.5% |
| 6 | 1601 | 6.9% |
| 5 | 1399 | 6.1% |
| 3 | 1216 | 5.3% |
| 13 | 1175 | 5.1% |
| 0 | 939 | 4.1% |
| Other values (9) | 1122 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 939 | 4.1% |
| 1 | 5909 | |
| 2 | 3895 | |
| 3 | 1216 | 5.3% |
| 4 | 2178 | 9.4% |
| 5 | 1399 | 6.1% |
| 6 | 1601 | 6.9% |
| 7 | 1918 | 8.3% |
| 8 | 1734 | 7.5% |
| 9 | 615 | 2.7% |
| Value | Count | Frequency (%) |
| 19 | 26 | 0.1% |
| 18 | 15 | 0.1% |
| 17 | 11 | < 0.1% |
| 16 | 3 | < 0.1% |
| 15 | 3 | < 0.1% |
| 13 | 1175 | |
| 12 | 146 | 0.6% |
| 11 | 123 | 0.5% |
| 10 | 180 | 0.8% |
| 9 | 615 |
| Edad | Monto Actual | Cantidad de Hijos | Churn Probability | Lapsed Probability | Cantidad Cuotas Pagadas Global | Cantidad Cuotas No Pagadas Global | Edad_donacion | Género | Estado Civil | Tiene hijos | Otra Clasificación RFM Actual | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Edad | 1.000 | 0.053 | 0.279 | 0.102 | -0.110 | 0.385 | 0.113 | 0.371 | 0.066 | 0.210 | 0.286 | 0.173 |
| Monto Actual | 0.053 | 1.000 | 0.006 | 0.001 | -0.020 | -0.080 | -0.133 | -0.144 | 0.000 | 0.016 | 0.007 | 0.037 |
| Cantidad de Hijos | 0.279 | 0.006 | 1.000 | 0.069 | 0.010 | -0.075 | -0.048 | -0.089 | 0.023 | 0.152 | 0.494 | 0.028 |
| Churn Probability | 0.102 | 0.001 | 0.069 | 1.000 | -0.312 | 0.070 | -0.249 | -0.002 | 0.117 | 0.105 | 0.118 | 0.292 |
| Lapsed Probability | -0.110 | -0.020 | 0.010 | -0.312 | 1.000 | -0.246 | 0.291 | -0.132 | 0.017 | 0.034 | 0.031 | 0.141 |
| Cantidad Cuotas Pagadas Global | 0.385 | -0.080 | -0.075 | 0.070 | -0.246 | 1.000 | 0.288 | 0.929 | 0.080 | 0.078 | 0.212 | 0.338 |
| Cantidad Cuotas No Pagadas Global | 0.113 | -0.133 | -0.048 | -0.249 | 0.291 | 0.288 | 1.000 | 0.478 | 0.054 | 0.023 | 0.125 | 0.133 |
| Edad_donacion | 0.371 | -0.144 | -0.089 | -0.002 | -0.132 | 0.929 | 0.478 | 1.000 | 0.083 | 0.077 | 0.254 | 0.322 |
| Género | 0.066 | 0.000 | 0.023 | 0.117 | 0.017 | 0.080 | 0.054 | 0.083 | 1.000 | 0.092 | 0.021 | 0.062 |
| Estado Civil | 0.210 | 0.016 | 0.152 | 0.105 | 0.034 | 0.078 | 0.023 | 0.077 | 0.092 | 1.000 | 0.485 | 0.079 |
| Tiene hijos | 0.286 | 0.007 | 0.494 | 0.118 | 0.031 | 0.212 | 0.125 | 0.254 | 0.021 | 0.485 | 1.000 | 0.112 |
| Otra Clasificación RFM Actual | 0.173 | 0.037 | 0.028 | 0.292 | 0.141 | 0.338 | 0.133 | 0.322 | 0.062 | 0.079 | 0.112 | 1.000 |
| Tipo de registro del contacto | Fecha de nacimiento | Fecha Aniversario Pago | Edad | Fecha de Captación | Monto Actual | Género | Estado Civil | Cantidad de Hijos | Tiene hijos | Ocupación | Churn Probability | Lapsed Probability | RFM Segmento Actual | Otra Clasificación RFM Actual | Cantidad Cuotas Pagadas Global | Cantidad Cuotas No Pagadas Global | Campaña Inicial: Nombre | Donante Activo | Edad_donacion | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PSN | ||||||||||||||||||||
| 1020456818 | Donante | 1964-06-16 | 2023-07-01 | 59.0 | 2021-06-19 | 30000.0 | Masculino | Casado | 0.0 | No | NaN | 0.5900 | 0.000 | Otra Clasificación | Constantes | 26 | 0 | COF2FR.F. 2021 | 1 | 2 |
| 1020483942 | Donante | 1975-08-28 | 2023-10-01 | 47.0 | 2022-10-01 | 50000.0 | Femenino | Casado | 1.0 | Si | Politico | 0.7800 | 0.000 | Otra Clasificación | Constantes | 10 | 0 | COWCB R.F.2022 | 1 | 1 |
| 1020276927 | Donante | 1941-09-23 | 2023-01-31 | 81.0 | 2015-12-29 | 20000.0 | Masculino | Casado | 2.0 | Si | Jubilado | 0.5300 | 0.000 | Otra Clasificación | Constantes | 81 | 10 | SPIF F2F 2016 | 1 | 8 |
| 1020476173 | Donante | 1988-10-28 | 2023-04-18 | 34.0 | 2022-04-17 | 30000.0 | Femenino | Soltero | 0.0 | No | Ingeniero | 0.9500 | 0.000 | Otra Clasificación | Constantes | 16 | 0 | COF2FR.F.2022 | 1 | 1 |
| 1020483943 | Donante | 1982-04-22 | 2023-10-01 | 41.0 | 2022-10-01 | 30000.0 | Femenino | Casado | 2.0 | Si | Empleado | 0.9200 | 0.000 | Otra Clasificación | Constantes | 10 | 0 | COWCB R.F.2022 | 1 | 1 |
| 1020276943 | Donante | 1985-03-04 | 2023-01-31 | 38.0 | 2015-12-29 | 20000.0 | Femenino | Concubinato | 2.0 | Si | NaN | 0.0104 | 0.581 | Otra Clasificación | Constantes | 37 | 59 | SPIF F2F 2016 | 1 | 8 |
| 1020490301 | Donante | 1985-04-30 | 2023-03-01 | 38.0 | 2023-02-18 | 30000.0 | Femenino | Soltero | 2.0 | Si | NaN | 0.0109 | 0.000 | Otra Clasificación | Constantes | 5 | 0 | COF2FR.F.2023 | 1 | 0 |
| 1020483945 | Donante | 1994-04-17 | 2023-12-01 | 29.0 | 2022-10-01 | 30000.0 | Femenino | Casado | 1.0 | Si | Abogado | 0.0299 | 0.000 | Otra Clasificación | Distantes | 6 | 3 | COWCB R.F.2022 | 1 | 1 |
| 1020490303 | Donante | 1967-02-02 | 2023-04-01 | 56.0 | 2023-02-18 | 30000.0 | Femenino | Soltero | 0.0 | No | Psicólogo | 0.0166 | 0.000 | NaN | NaN | 4 | 0 | COF2FR.F.2023 | 1 | 0 |
| 1020476245 | Donante | 1988-08-09 | 2023-05-01 | 34.0 | 2022-04-17 | 30000.0 | Masculino | Soltero | 1.0 | Si | Diseñador | 0.8700 | 0.000 | Otra Clasificación | Constantes | 15 | 0 | COF2FR.F.2022 | 1 | 1 |
| Tipo de registro del contacto | Fecha de nacimiento | Fecha Aniversario Pago | Edad | Fecha de Captación | Monto Actual | Género | Estado Civil | Cantidad de Hijos | Tiene hijos | Ocupación | Churn Probability | Lapsed Probability | RFM Segmento Actual | Otra Clasificación RFM Actual | Cantidad Cuotas Pagadas Global | Cantidad Cuotas No Pagadas Global | Campaña Inicial: Nombre | Donante Activo | Edad_donacion | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| PSN | ||||||||||||||||||||
| 1020436623 | Donante | 1987-01-18 | 2023-10-01 | 36.0 | 2018-09-14 | 30000.0 | Femenino | Soltero | 1.0 | Si | Ingeniero | 0.42 | 0.0 | Otra Clasificación | Constantes | 59 | 0 | F2F RE-INVERSIÓN 2018 | 1 | 5 |
| 1020436631 | Donante | 1974-07-30 | 2023-12-20 | 49.0 | 2018-09-23 | 30000.0 | Femenino | Soltero | 1.0 | Si | Ingeniero | 0.39 | 0.0 | Otra Clasificación | Constantes | 45 | 13 | IF4C F2F II 2018 | 1 | 5 |
| 1020436658 | Donante | 1990-12-26 | 2023-10-31 | 32.0 | 2018-09-19 | 50000.0 | Femenino | Soltero | 1.0 | Si | Ingeniero | 0.20 | 0.0 | Otra Clasificación | Constantes | 57 | 6 | COWCB R.F.2022 | 1 | 5 |
| 1020436681 | Donante | 1966-05-19 | 2023-10-25 | 57.0 | 2018-09-18 | 25000.0 | Masculino | Casado | 2.0 | Si | Empleado | 0.27 | 0.0 | Otra Clasificación | Constantes | 58 | 0 | F2F RE-INVERSIÓN 2018 | 1 | 5 |
| 1020436695 | Donante | 1961-01-01 | 2023-01-30 | 62.0 | 2018-09-30 | 50000.0 | Femenino | Casado | 2.0 | Si | Abogado | 0.29 | 0.0 | Otra Clasificación | Constantes | 50 | 8 | F2F REINV 2018 PARA 2019 | 1 | 5 |
| 1020436727 | Donante | 1978-06-27 | 2023-10-05 | 45.0 | 2018-09-29 | 50000.0 | Masculino | Casado | 2.0 | Si | Ingeniero | 0.30 | 0.0 | Otra Clasificación | Ideales | 57 | 1 | IF4C F2F II 2018 | 1 | 5 |
| 1020438489 | Donante | 1987-06-19 | 2023-10-25 | 36.0 | 2018-10-13 | 50000.0 | Masculino | Concubinato | 1.0 | Si | Empleado | 0.30 | 0.0 | Otra Clasificación | Constantes | 58 | 0 | F2F RE-INVERSIÓN 2018 | 1 | 5 |
| 1020438498 | Donante | 1971-08-19 | 2023-01-02 | 51.0 | 2018-10-13 | 60000.0 | Masculino | Casado | 2.0 | Si | Diseñador | 0.22 | 0.0 | Otra Clasificación | Constantes | 56 | 0 | F2F REINV 2018 PARA 2019 | 1 | 5 |
| 1020438513 | Donante | 1979-06-04 | 2023-02-15 | 44.0 | 2018-10-15 | 15000.0 | Femenino | Soltero | 1.0 | Si | Químico Farmacéutico | 0.37 | 0.0 | Otra Clasificación | Constantes | 48 | 6 | F2F REINV 2018 PARA 2019 | 1 | 5 |
| 1020438536 | Donante | 1976-12-19 | 2023-11-01 | 46.0 | 2018-10-13 | 35000.0 | Masculino | Concubinato | 3.0 | Si | Policía/Militar | 0.26 | 0.0 | Otra Clasificación | Constantes | 57 | 0 | IF4C F2F II 2018 | 1 | 5 |